Noam Brown
speaker
1,199 appearances
1 recordings
1 series
first heard Dec 2022
last heard Dec 2022
Noam Brown’s voice in public audio — every appearance, attributed to the second.
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I'm not saying that there were any timing tells.
I was saying when the human, like the bot would always act instantly.
It wouldn't try to come up with a better strategy in real time.
over what it had pre-computed during training.
Whereas the human, like they have all this intuition about how to play, but they're also in real time leveraging their ability to think, to search, to plan, and coming up with an even better strategy than what their intuition would say.
Yeah, that's what I mean by search, that instead of acting instantly, a neural net usually gives you a response in like 100 milliseconds or something.
It depends on the size of the net.
But if you can leverage extra computational resources, you can possibly get a much better outcome.
And we did some experiments in small-scale versions of poker.
And what we found was that if you...
do a little bit of search, even just a little bit.
It was the equivalent of making your, you know, your pre-computed strategy.
Like you can kind of think of it as your neural net a thousand times bigger with just a little bit of search.
And it just like blew away all of the research that we had been working on and trying to like scale up this like pre-computed solution.
It was dwarfed by the benefit that we got from search.
No, it's all the other hands that you could have.
So when you're playing No Limit Texas Hold'em, you've got two face down cards.
And so that's 52 choose two, 1,326 different combinations.
Now that's actually a little bit lower because there's face up cards in the middle.
And so you can eliminate those as well.
Showing 301–320 of 1,199 · page 16 of 60
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